You work for an ecommerce company that wants to automatically classify products in images to improve user experience. You have a substantial dataset of labeled images depicting various unique…

Question

Options

• ADevelop a rule-based system to categorize the images.
• BUse a TensorFlow deep learning model that is trained on the image dataset.
• CUse a pre-trained object detection model from Model Garden.
• DUse AutoML Vision to train a model using the image dataset.

• A
  9% (5)
• B
  14% (8)
• C
  3% (2)
• D
  74% (43)

Explanation

AutoML Vision is an ideal choice for this use case because it provides a scalable and easy-to- use platform for training custom machine learning models on your labeled image dataset. It eliminates the need for deep technical expertise in building and fine-tuning models while leveraging advanced techniques to achieve high accuracy. With AutoML Vision, you can train a custom model specifically tailored to classify your unique products, ensuring better performance compared to a generic pre-trained model.

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